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Database Systems for Advanced Applications: 14th International Conference, Dasfaa 2009, Brisbane, Australia, April 21-23, 2009: Proceedings (Lecture Notes in Computer Science #5667)
by Lei Zou Jianxin Li Chengfei LiuThis book constitutes the workshop proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018. The 23 full papers presented were carefully selected and reviewed from 44 submissions to the four following workshops: the 5th International Workshop on Big Data Management and Service, BDMS 2018; the Third International Workshop on Big Data Quality Management, BDQM 2018; the Second International Workshop on Graph Data Management and Analysis, GDMA 2018; and the 5th International Workshop on Semantic Computing and Personalization, SeCoP 2018.
Cloud Data Center Network Architectures and Technologies (Data Communication Series)
by Lei Zhang Le ChenCloud Data Center Network Architectures and Technologies has been written with the support of Huawei's vast technical knowledge and experience in the data center network (DCN) field, as well as its understanding of customer service requirements. This book describes in detail the architecture design, technical implementation, planning and design, and deployment suggestions for cloud DCNs based on the service challenges DCNs encounter. It starts by describing the overall architecture and technical evolution of DCNs, with the aim of helping readers understand the development of DCNs. It then proceeds to explain the design and implementation of cloud DCNs, including the service model of a single data center (DC), construction of physical and logical networks of DCs, construction of multiple DCNs, and security solutions of DCs. Next, this book dives deep into practices of cloud DCN deployment based on real-world cases to help readers better understand how to build cloud DCNs. Finally, this book introduces DCN openness and some of the hottest forward-looking technologies. In summary, you can use this book as a reference to help you to build secure, reliable, efficient, and open cloud DCNs. It is intended for technical professionals of enterprises, research institutes, information departments, and DCs, as well as teachers and students of computer network-related majors in colleges and universities. Authors Lei Zhang Mr. Zhang is the Chief Architect of Huawei's DCN solution. He has more than 20 years' experience in network product and solution design, as well as a wealth of expertise in product design and development, network planning and design, and network engineering project implementation. He has led the design and deployment of more than 10 large-scale DCNs for Fortune Global 500 companies worldwide. Le Chen Mr. Chen is a Huawei DCN Solution Documentation Engineer with eight years' experience in developing documents related to DCN products and solutions. He has participated in the design and delivery of multiple large-scale enterprise DCNs. Mr. Chen has written many popular technical document series, such as DCN Handbook and BGP Topic.
Electronic Nose: Algorithmic Challenges
by Lei Zhang David Zhang Fengchun TianThis book presents the key technology of electronic noses, and systematically describes how e-noses can be used to automatically analyse odours. Appealing to readers from the fields of artificial intelligence, computer science, electrical engineering, electronics, and instrumentation science, it addresses three main areas: First, readers will learn how to apply machine learning, pattern recognition and signal processing algorithms to real perception tasks. Second, they will be shown how to make their algorithms match their systems once the algorithms don’t work because of the limitation of hardware resources. Third, readers will learn how to make schemes and solutions when the acquired data from their systems is not stable due to the fundamental issues affecting perceptron devices (e.g. sensors). In brief, the book presents and discusses the key technologies and new algorithmic challenges in electronic noses and artificial olfaction. The goal is to promote the industrial application of electronic nose technology in environmental detection, medical diagnosis, food quality control, explosive detection, etc. and to highlight the scientific advances in artificial olfaction and artificial intelligence. The book offers a good reference guide for newcomers to the topic of electronic noses, because it refers to the basic principles and algorithms. At the same time, it clearly presents the key challenges – such as long-term drift, signal uniqueness, and disturbance – and effective and efficient solutions, making it equally valuable for researchers engaged in the science and engineering of sensors, instruments, chemometrics, etc.
Infrastructure Sustainability Through New Developments in Material, Design, Construction, Maintenance, and Testing of Pavements: Proceedings of the 6th GeoChina International Conference on Civil & Transportation Infrastructures: From Engineering to Smart & Green Life Cycle Solutions -- Nanchang, China, 2021 (Sustainable Civil Infrastructures)
by Jeffrey Lee Lei Zhang Anand TapaseThis book includes a collection of research and practical papers aiming with key priority for improving the infrastructural sustainability for our well-being and day-to-day lives through novel developments. The united efforts through new developments in material, design, construction, maintenance, and testing of pavements from all over the world are taken under one umbrella. Topics include issues related to civil infrastructure such as the use of construction waste, recycled aggregates, service life prediction of pavements, mechanical behavior of SMA, control measures of ready mixed concrete, determination of landslide high-risk areas, Simulation of rock hydraulics in rock joint, sustainable planning for provision of basic infrastructural facilities in rural areas. It is anticipated that this book will support decisions regarding the optimal management and maintenance of civil infrastructures to support a more resilient and sustainable environment for infrastructure users.
Artificial Intelligence in Radiation Oncology and Biomedical Physics (Imaging in Medical Diagnosis and Therapy)
by Lei Xing Gilmer ValdesThis pioneering book explores how machine learning and other AI techniques impact millions of cancer patients who benefit from ionizing radiation. It features contributions from global researchers and clinicians, focusing on the clinical applications of machine learning for medical physics. AI and machine learning have attracted much recent attention and are being increasingly adopted in medicine, with many clinical components and commercial software including aspects of machine learning integration. General principles and important techniques in machine learning are introduced, followed by discussion of clinical applications, particularly in radiomics, outcome prediction, registration and segmentation, treatment planning, quality assurance, image processing, and clinical decision-making. Finally, a futuristic look at the role of AI in radiation oncology is provided. This book brings medical physicists and radiation oncologists up to date with the most novel applications of machine learning to medical physics. Practitioners will appreciate the insightful discussions and detailed descriptions in each chapter. Its emphasis on clinical applications reaches a wide audience within the medical physics profession.
Communications and Networking: 12th International Conference, Chinacom 2017 Xi'an, China, October 10-12, 2017, Proceedings, Part I (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #236)
by Deze Zeng Bo Li Lei ShuThe two-volume set LNICST 236-237 constitutes the post-conference proceedings of the 12th EAI International Conference on Communications and Networking, ChinaCom 2017, held in Xi’an, China, in September 2017. The total of 112 contributions presented in these volumes are carefully reviewed and selected from 178 submissions. The papers are organized in topical sections on wireless communications and networking, satellite and space communications and networking, big data network track, multimedia communications and smart networking, signal processing and communications, network and information security, advances and trends of V2X networks.
Communications and Networking: 12th International Conference, Chinacom 2017, Xi'an, China, October 10-12, 2017, Proceedings, Part Ii (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #237)
by Deze Zeng Bo Li Lei ShuThe two-volume set LNICST 236-237 constitutes the post-conference proceedings of the 12th EAI International Conference on Communications and Networking, ChinaCom 2017, held in Xi’an, China, in September 2017. The total of 112 contributions presented in these volumes are carefully reviewed and selected from 178 submissions. Aside from the technical paper sessions the book is organized in topical sections on wireless communications and networking, satellite and space communications and networking, big data network track, multimedia communications and smart networking, signal processing and communications, network and information security, advances and trends of V2X networks.
Innovative Designs and Analyses for Small Population Clinical Trials: Development Strategies and Operational Engagement for Pediatric and Rare Diseases (ICSA Book Series in Statistics)
by Jingjing Ye Lei NieThis book discusses a multidisciplinary and multi-stakeholder collaborative approach to small population clinical trials. It provides and illustrates a systematic framework that depends upon a collaborative infrastructure between the patient community, patient advocacy groups, researchers and investigators, pharmaceutical companies, global regulatory agencies, and customers. The book also highlights the considerations of natural history and patient registry, diagnostic criteria determination, identification of clinically meaningful endpoints, and global regulatory guidance. The authors detail the nuances of clinical trial design as specific to small population disease, drawing from real examples.
2nd International Conference on Cloud Computing and Computer Networks: CCCN 2024 (Signals and Communication Technology)
by Lei MengThe book consists of peer reviewed and presented papers of the 2nd International Conference on Cloud Computing and Computer Network (CCCN 2024), which took place in Singapore during April 19-21, 2024. The conference is held annually to gather scholars, researchers and engineers working in the field of cloud computing to share their newest research findings and results, discuss and exchange their thoughts and information, and learn about cutting-edge technologies. The papers are solicited on a broad range of topics, including cloud computing and semantic web technologies, cloud computing models, simulations and designs, cloud computing applications, cloud computing services, mobile cloud networking, service-oriented architecture in cloud computing. Case studies and theories in cloud computing are also explored, as well as cloud storage and file systems, Blockchain for emerging networks, network management, measurement and analysis, and network virtualization. Presents papers from the International Conference on Cloud Computing and Computer Network (CCCN 2024) Includes topics such as semantic web technologies, cloud applications, and cloud computing architecture Relevant to academics, researchers, students, and professionals in cloud computing and computer networks
Adaptive Resonance Theory in Social Media Data Clustering: Roles, Methodologies, and Applications (Advanced Information and Knowledge Processing)
by Lei Meng Ah-Hwee Tan Donald C. Wunsch IISocial media data contains our communication and online sharing, mirroring our daily life. This book looks at how we can use and what we can discover from such big data:Basic knowledge (data & challenges) on social media analyticsClustering as a fundamental technique for unsupervised knowledge discovery and data miningA class of neural inspired algorithms, based on adaptive resonance theory (ART), tackling challenges in big social media data clustering Step-by-step practices of developing unsupervised machine learning algorithms for real-world applications in social media domainAdaptive Resonance Theory in Social Media Data Clustering stands on the fundamental breakthrough in cognitive and neural theory, i.e. adaptive resonance theory, which simulates how a brain processes information to perform memory, learning, recognition, and prediction.It presents initiatives on the mathematical demonstration of ART’s learning mechanisms in clustering, and illustrates how to extend the base ART model to handle the complexity and characteristics of social media data and perform associative analytical tasks.Both cutting-edge research and real-world practices on machine learning and social media analytics are included in the book and if you wish to learn the answers to the following questions, this book is for you:How to process big streams of multimedia data?How to analyze social networks with heterogeneous data?How to understand a user’s interests by learning from online posts and behaviors?How to create a personalized search engine by automatically indexing and searching multimodal information resources? .
International Conference on Cloud Computing and Computer Networks: CCCN 2023 (Signals and Communication Technology)
by Lei MengThis book covers selected and presented papers of CCCN 2023, the International Conference on Cloud Computing and Computer Network which was held in Singapore April 21-23, 2023. CCCN 2023 provides a premier forum for researchers and scholars from multiple disciplines to come together to share knowledge, discuss ideas, exchange information, and learn about cutting-edge research in diverse fields of cloud computing and computer networks. Topics covered in this book contain cloud computing and semantic web technologies, cloud applications in vertical industries, cloud computing architecture and systems, cloud computing models, simulations and designs among others. The content is relevant to academics, researchers, students, and professionals in cloud computing and computer networks.
Security and Policy Driven Computing
by Lei LiuSecurity and Policy Driven Computing covers recent advances in security, storage, parallelization, and computing as well as applications. The author incorporates a wealth of analysis, including studies on intrusion detection and key management, computer storage policy, and transactional management.The book first describes multiple variables and ind
Normalization Techniques in Deep Learning (Synthesis Lectures on Computer Vision)
by Lei HuangThis book presents and surveys normalization techniques with a deep analysis in training deep neural networks. In addition, the author provides technical details in designing new normalization methods and network architectures tailored to specific tasks. Normalization methods can improve the training stability, optimization efficiency, and generalization ability of deep neural networks (DNNs) and have become basic components in most state-of-the-art DNN architectures. The author provides guidelines for elaborating, understanding, and applying normalization methods. This book is ideal for readers working on the development of novel deep learning algorithms and/or their applications to solve practical problems in computer vision and machine learning tasks. The book also serves as a resource researchers, engineers, and students who are new to the field and need to understand and train DNNs.
Deep Learning and Practice with MindSpore (Cognitive Intelligence and Robotics)
by Lei ChenThis book systematically introduces readers to the theory of deep learning and explores its practical applications based on the MindSpore AI computing framework. Divided into 14 chapters, the book covers deep learning, deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), unsupervised learning, deep reinforcement learning, automated machine learning, device-cloud collaboration, deep learning visualization, and data preparation for deep learning. To help clarify the complex topics discussed, this book includes numerous examples and links to online resources.
Dependable Software Engineering. Theories, Tools, and Applications: 9th International Symposium, SETTA 2023, Nanjing, China, November 27–29, 2023, Proceedings (Lecture Notes in Computer Science #14464)
by Jun Sun Lei Bu Holger HermannsThis book constitutes the proceedings of the 9th International Symposium on Dependable Software Engineering, SETTA 2023, held in Nanjing, China, during November 27-29, 2023. The 24 full papers presented in this volume were carefully reviewed and selected from 78 submissions. They deal with latest research results and ideas on bridging the gap between formal methods and software engineering.
Google Cloud Platform Cookbook: Implement, deploy, maintain, and migrate applications on Google Cloud Platform
by Legorie Rajan PsPractical recipes to implement cost-effective and scalable cloud solutions for your organizationKey FeaturesImplement Google Cloud services in your organizationLeverage Google Cloud components to secure your organization’s dataA recipe-based guide that promises hands-on experience in deploying a highly scalable and available environmentBook DescriptionGoogle Cloud Platform is a cloud computing platform that offers products and services to host applications using state-of-the art infrastructure and technology. You can build and host applications and websites, store data, and analyze data on Google's scalable infrastructure. This book follows a recipe-based approach, giving you hands-on experience to make the most of Google Cloud services.This book starts with practical recipes that explain how to utilize Google Cloud's common services. Then, you'll see how to make full use of Google Cloud components such as networking, security, management, and developer tools. Next, we'll deep dive into implementing core Google Cloud services into your organization, with practical recipes on App Engine, Compute Engine microservices with Cloud Functions, virtual networks, and Cloud Storage. Later, we'll provide recipes on implementing authentication and security, Cloud APIs, command-line management, deployment management, and the Cloud SDK. Finally, we'll cover administration troubleshooting tasks with the Compute and Container Engines and we'll show how to monitor your organization's efficiency with best practices.By the end of this book, you'll have a complete understanding of how to implement Google Cloud services in your organization with ease.What you will learn Host a Python application on Google Compute Engine Host an application using Google Cloud Functions Migrate a MySQL DB to Cloud Spanner Configure a network for a highly available application on GCP Learn simple image processing using Storage and Cloud Functions Automate security checks using Policy Scanner Understand tools for monitoring a production environment in GCP Learn to manage multiple projects using service accountsWho this book is forThis book is for IT professionals, engineers, and developers looking at implementing Google Cloud in their organizations. Administrators and architects planning to make their organization more efficient with Google Cloud will also find this book useful. Basic understanding of Cloud services and the Google Cloud platform is necessary.
Parallel Services: Intelligent Systems of Digital Twins and Metaverses for Services Science (SpringerBriefs in Service Science)
by Fei-Yue Wang Lefei LiBy incorporating the latest advancement in complex system modeling and simulation into the service system research, this book makes a valuable contribution to this field that will lead service innovation and service management toward the digital twin and metaverse. It covers important topics such as computational experiments and parallel execution of a parallel service system, the modeling of artificial service systems, semi-parallel service systems, parallel service, and digital twin/metaverse. It also provides a unified framework for realizing a parallel service system that demonstrates the capabilities or potentials of adopting digital twin and metaverse. In addition, the book contains numerous solutions to real-world problems, through which both academic readers and practitioners will gain new perspectives on service systems, and learn how to model a parallel service system or how to use the model to analyze and understand the behaviors of the system. For academic readers, it sheds light on a new research direction within the service science/engineering domain made possible by the latest technologies. For practitioners, with the help of methods such as Agent-based Modeling and Simulation, the book will enable them to enhance their skills in designing or analyzing a service system.
The Era of New Services: New Services, New Infrastructure and Service Rules for the Future Society (Management for Professionals)
by Lefei LiThis book presents a revolutionary approach to service innovation, combining an interdisciplinary perspective with a robust theoretical framework. Integrating design thinking and systems engineering, it offers a fresh view on evolving service industries. The book is enriched with global case studies, bridging theory and real-world application, making it an essential resource for both professionals and students. It stands out by analyzing new business models and offering both qualitative and quantitative methods for service design, making it a must-read for those seeking to excel in the dynamic service market.
Chistes de Videojuegos, Historias, Memes & Más
by Leet EmperorEsta guía te ayudará a apender a contar chistes sobre videojuegos. Por eso, esta guía se enfoca en formas y métodos naturales para ofrecer los mejores resultados y sin efectos secundarios. Este libro te enseñará lo siguiente: - chistes de videojuegos - memes de videojuegos - contar buenos chistes Si quieres aprender a contar chistes sobre videojuegos, este libro es para ti.
Video Games: Battute, Storielle, Memes e Altro Ancora
by Leet EmperorAlcune divertenti battute per gli amanti dei video games! Il breve testo propone alcune simpatiche battute sul tema video giochi...per farsi due risate!
Electronic Health Records (Third Edition)
by Byron Hamilton Leesa HamiltonHamilton, Electronic Health Records, 3e is the top choice for training students using live and up-to-date SpringCharts EHR software. Electronic Health Records 3e builds transferable medical documentation skills with a variety of exercises that walk students through different facets of using an EHR in the medical office. As students progress through SpringCharts, they learn to gather patient information, schedule appointments, record examination information, process lab tests, select codes, and more. Students who complete this course will learn the appropriate terminology and skills to use any EHR software program with minimal additional training. The practical, systematic approach is based on real-world medical office activities.
Game Changers
by Dan Golding Leena Van DeventerThe videogame scene has evolved from the hobby of boys in bedrooms to a popular pastime for anyone with a smartphone. Many of the old guard resent this mainstreaming of games culture - and they've been anything but welcoming. These trolls have created a climate of fear by abusing and harassing women, minorities and anyone who has dared to speak out against misogyny and other problems in the boys' club industry.Game Changers puts these conflicts under the microscope, in Australia and overseas. The book features exclusive interviews with many key figures working to make the videogame world a safe space, including Anita Sarkeesian and Zoë Quinn, two of the women at the centre of the Gamergate abuse. In 2015, they were asked by the United Nations to lead a panel discussion on the 'rising tide of online violence against women and girls'. Authors Dan Golding and Leena van Deventer use their extensive experience in the videogame industry, both as players and professionals, to examine how games culture is growing, diversifying and changing for the better.
Game Changers: From Minecraft To Misogyny: The Fight For The Future Of Videogames
by Dan Golding Leena Van DeventerThe videogame scene has evolved from the hobby of boys in bedrooms to a popular pastime for anyone with a smartphone. Many of the old guard resent this mainstreaming of games culture -- and they've been anything but welcoming. These trolls have created a climate of fear by abusing and harassing women, minorities and anyone who has dared to speak out against misogyny and other problems in the boys' club industry. Game Changers puts these conflicts under the microscope, in Australia and overseas. The book features exclusive interviews with many key figures working to make the videogame world a safe space, including Anita Sarkeesian and Zoë Quinn, two of the women at the centre of the Gamergate abuse. In 2015, they were asked by the United Nations to lead a panel discussion on the 'rising tide of online violence against women and girls'. Authors Dan Golding and Leena van Deventer use their extensive experience in the videogame industry, both as players and professionals, to examine how games culture is growing, diversifying and changing for the better.
Extraction and Representation of Prosody for Speaker, Speech and Language Recognition
by Leena MaryExtraction and Representation of Prosodic Features for Speech Processing Applications deals with prosody from speech processing point of view with topics including: The significance of prosody for speech processing applicationsWhy prosody need to be incorporated in speech processing applicationsDifferent methods for extraction and representation of prosody for applications such as speech synthesis, speaker recognition, language recognition and speech recognitionThis book is for researchers and students at the graduate level.
Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition (SpringerBriefs in Speech Technology)
by Leena MaryThis updated book expands upon prosody for recognition applications of speech processing. It includes importance of prosody for speech processing applications; builds on why prosody needs to be incorporated in speech processing applications; and presents methods for extraction and representation of prosody for applications such as speaker recognition, language recognition and speech recognition. The updated book also includes information on the significance of prosody for emotion recognition and various prosody-based approaches for automatic emotion recognition from speech.